{"title":"呼吸机相关肺炎患者白细胞轨迹与30天死亡率的关联分析:基于MIMIC-IV数据库的队列研究","authors":"Jian Fang, Liang Liao","doi":"10.1111/apm.70042","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Abnormal white blood cell (WBC) counts have been associated with ventilator-associated pneumonia (VAP). However, the prognostic value of WBC trajectory changes in VAP patients remains understudied. This study aimed to explore the correlation between WBC trajectory changes and the 30-day mortality rate in VAP patients. Data from VAP patients in the MIMIC-IV database were included. Group-based trajectory analysis was used to categorize patients based on their WBC patterns within 7 days of ICU admission. Cox proportional hazards regression analysis was conducted to assess the association between WBC trajectories and 30-day mortality. A total of 1194 eligible VAP patients were included. Five distinct WBC trajectories were identified. Compared to the trajectory group with continuously normal WBC levels (Class 5), the group with initially high levels but subsequent decrease (Class 2) and the group with continuously increasing WBC levels (Class 3) showed independent associations with increased mortality (OR > 1, <i>p</i> < 0.05). Additionally, restricted cubic splines (RCS) results indicated a possible linear relationship between WBC counts on the 6th and 7th days and the 30-day survival status of VAP patients. Within the first week of ICU admission, both the group with initially low levels but persistently increasing WBC trajectories and the group with initially high levels but continuously decreasing WBC trajectories were associated with increased 30-day mortality in VAP patients. This finding offers insights into predicting short-term mortality risks related to VAP and aids clinicians in early identification of high-risk patients.</p>\n </div>","PeriodicalId":8167,"journal":{"name":"Apmis","volume":"133 7","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Analysis of White Blood Cell Trajectories and 30-Day Mortality in Ventilator-Associated Pneumonia Patients: A Cohort Study Based on the MIMIC-IV Database\",\"authors\":\"Jian Fang, Liang Liao\",\"doi\":\"10.1111/apm.70042\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>Abnormal white blood cell (WBC) counts have been associated with ventilator-associated pneumonia (VAP). However, the prognostic value of WBC trajectory changes in VAP patients remains understudied. This study aimed to explore the correlation between WBC trajectory changes and the 30-day mortality rate in VAP patients. Data from VAP patients in the MIMIC-IV database were included. Group-based trajectory analysis was used to categorize patients based on their WBC patterns within 7 days of ICU admission. Cox proportional hazards regression analysis was conducted to assess the association between WBC trajectories and 30-day mortality. A total of 1194 eligible VAP patients were included. Five distinct WBC trajectories were identified. Compared to the trajectory group with continuously normal WBC levels (Class 5), the group with initially high levels but subsequent decrease (Class 2) and the group with continuously increasing WBC levels (Class 3) showed independent associations with increased mortality (OR > 1, <i>p</i> < 0.05). Additionally, restricted cubic splines (RCS) results indicated a possible linear relationship between WBC counts on the 6th and 7th days and the 30-day survival status of VAP patients. Within the first week of ICU admission, both the group with initially low levels but persistently increasing WBC trajectories and the group with initially high levels but continuously decreasing WBC trajectories were associated with increased 30-day mortality in VAP patients. This finding offers insights into predicting short-term mortality risks related to VAP and aids clinicians in early identification of high-risk patients.</p>\\n </div>\",\"PeriodicalId\":8167,\"journal\":{\"name\":\"Apmis\",\"volume\":\"133 7\",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-07-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Apmis\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/apm.70042\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Apmis","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/apm.70042","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
异常白细胞(WBC)计数与呼吸机相关性肺炎(VAP)有关。然而,WBC轨迹变化在VAP患者中的预后价值仍未得到充分研究。本研究旨在探讨WBC轨迹变化与VAP患者30天死亡率的相关性。纳入MIMIC-IV数据库中VAP患者的数据。采用基于组的轨迹分析,根据患者入院后7天内的白细胞模式对患者进行分类。采用Cox比例风险回归分析来评估白细胞轨迹与30天死亡率之间的关系。共纳入1194例符合条件的VAP患者。确定了五种不同的白细胞轨迹。与WBC水平持续正常的轨迹组(第5类)相比,初始高后下降组(第2类)和WBC水平持续升高组(第3类)与死亡率增加呈独立相关(OR > 1, p < 0.05)。此外,限制性三次样条(RCS)结果表明,VAP患者第6天和第7天的WBC计数与30天生存状态之间可能存在线性关系。在ICU入院的第一周内,初始白细胞水平低但持续增加的组和初始白细胞水平高但持续下降的组都与VAP患者30天死亡率增加有关。这一发现为预测与VAP相关的短期死亡风险提供了见解,并有助于临床医生早期识别高危患者。
Association Analysis of White Blood Cell Trajectories and 30-Day Mortality in Ventilator-Associated Pneumonia Patients: A Cohort Study Based on the MIMIC-IV Database
Abnormal white blood cell (WBC) counts have been associated with ventilator-associated pneumonia (VAP). However, the prognostic value of WBC trajectory changes in VAP patients remains understudied. This study aimed to explore the correlation between WBC trajectory changes and the 30-day mortality rate in VAP patients. Data from VAP patients in the MIMIC-IV database were included. Group-based trajectory analysis was used to categorize patients based on their WBC patterns within 7 days of ICU admission. Cox proportional hazards regression analysis was conducted to assess the association between WBC trajectories and 30-day mortality. A total of 1194 eligible VAP patients were included. Five distinct WBC trajectories were identified. Compared to the trajectory group with continuously normal WBC levels (Class 5), the group with initially high levels but subsequent decrease (Class 2) and the group with continuously increasing WBC levels (Class 3) showed independent associations with increased mortality (OR > 1, p < 0.05). Additionally, restricted cubic splines (RCS) results indicated a possible linear relationship between WBC counts on the 6th and 7th days and the 30-day survival status of VAP patients. Within the first week of ICU admission, both the group with initially low levels but persistently increasing WBC trajectories and the group with initially high levels but continuously decreasing WBC trajectories were associated with increased 30-day mortality in VAP patients. This finding offers insights into predicting short-term mortality risks related to VAP and aids clinicians in early identification of high-risk patients.
期刊介绍:
APMIS, formerly Acta Pathologica, Microbiologica et Immunologica Scandinavica, has been published since 1924 by the Scandinavian Societies for Medical Microbiology and Pathology as a non-profit-making scientific journal.